darch (version 0.12.0)

generateWeightsNormal: Generates a weight matrix using rnorm.

Description

This function is the standard method for generating weights for instances of '>Net. It uses rnorm to do so.

Usage

generateWeightsNormal(numUnits1, numUnits2,
  weights.mean = getParameter(".weights.mean", 0, ...),
  weights.sd = getParameter(".weights.sd", 0.01, ...), ...)

Arguments

numUnits1

Number of units in the lower layer.

numUnits2

Number of units in the upper layer.

weights.mean

mean parameter to the rnorm function.

weights.sd

sd parameter to the rnorm function.

...

Additional parameters, used for parameter resolution.

Value

Weight matrix.

See Also

Other weight generation functions: generateWeightsGlorotNormal, generateWeightsGlorotUniform, generateWeightsHeNormal, generateWeightsHeUniform, generateWeightsUniform

Examples

# NOT RUN {
data(iris)
model <- darch(Species ~ ., iris, generateWeightsFunction = "generateWeightsNormal",
 weights.mean = .1, weights.sd = .05)
# }